{"id":"W3087969336","doi":"10.1021/acsabm.0c01019","title":"Electrospun Upconverting Nanofibrous Hybrids with Smart NIR-Light-Controlled Drug Release for Wound Dressing","year":2020,"lang":"en","type":"article","venue":"ACS Applied Bio Materials","topic":"Wound Healing and Treatments","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de la Recherche Scientifique; Concordia University","funders":"Natural Sciences and Engineering Research Council of Canada; Fonds Québécois de la Recherche sur la Nature et les Technologies","keywords":"Drug delivery; Wound healing; Materials science; Staphylococcus aureus; Vinyl alcohol; Wound dressing; Nanotechnology; Medicine; Surgery; Polymer; Composite material; Bacteria","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002829542,0.0003513386,0.0009741582,0.0000563764,0.0002862105,0.0001688059,0.0001020828,0.0001087259,0.00006057081],"category_scores_gemma":[0.00005369639,0.0002455182,0.00007982124,0.0001356717,0.00004711881,0.00005861673,0.000034186,0.00009126127,0.00008495833],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001168864,"about_ca_system_score_gemma":0.0002554128,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006743061,"about_ca_topic_score_gemma":0.000004277224,"domain_scores_codex":[0.9980224,0.00003698571,0.0005656284,0.0005429124,0.0002636422,0.0005684569],"domain_scores_gemma":[0.9990042,0.00009202548,0.0002752852,0.0002884001,0.00008440112,0.0002557123],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.01186947,0.0001384671,0.0004080629,0.0003767535,0.0003766591,0.00004981731,0.000525315,0.000001006735,0.9841051,0.0004147966,0.001085891,0.0006486271],"study_design_scores_gemma":[0.01933386,0.0005602404,0.0003314054,0.0001410867,0.0005825507,0.00003524606,0.00009829158,0.00001231699,0.9751337,0.0002190834,0.003256794,0.0002954648],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992623,0.0001502263,0.0002444255,0.003203422,0.000166834,0.002255672,0.00003413437,0.0002524037,0.001069873],"genre_scores_gemma":[0.9933224,0.00001428306,0.00268307,0.002207224,0.0005918238,0.0004216516,0.0001910637,0.00009015302,0.0004783716],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008971469,"threshold_uncertainty_score":0.9999997,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01432892388454092,"score_gpt":0.2458873521090355,"score_spread":0.2315584282244945,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}